# Leveraging Large-Scale Educational Data to Examine the Freshman Experience Using Machine Learning and Causal Inference Methods

> doctoral thesis by Lovenoor Singh Aulck, 2019

**Wikidata**: [Q117840692](https://www.wikidata.org/wiki/Q117840692)  
**Source**: https://4ort.xyz/entity/leveraging-large-scale-educational-data-to-examine-the-freshman-experience-using-machine-learning-and-causal-inference-methods